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Cerrado Publicado hace 7 años Pagado a la entrega
Cerrado Pagado a la entrega

You are provided with a dataset that includes data of people who are interviewed for the Data Scientist job. The data is below and the fields are; each candidate’s level, their preferred language, whether they are active on Twitter and whether he/she has a PhD. The class label (last attribute) is either Yes (the candidate interviewed well) or No (the candidate interviewed poorly.

inputs = [

({'level':'Senior','lang':'Java','tweets':'no','phd':'no'}, False),

({'level':'Senior','lang':'Java','tweets':'no','phd':'yes'}, False),

({'level':'Mid','lang':'Python','tweets':'no','phd':'no'}, True),

({'level':'Junior','lang':'Python','tweets':'no','phd':'no'}, True),

({'level':'Junior','lang':'R','tweets':'yes','phd':'no'}, True),

({'level':'Junior','lang':'R','tweets':'yes','phd':'yes'}, False),

({'level':'Mid','lang':'R','tweets':'yes','phd':'yes'}, True),

({'level':'Senior','lang':'Python','tweets':'no','phd':'no'}, False),

({'level':'Senior','lang':'R','tweets':'yes','phd':'no'}, True),

({'level':'Junior','lang':'Python','tweets':'yes','phd':'no'}, True),

({'level':'Senior','lang':'Python','tweets':'yes','phd':'yes'},True),

({'level':'Mid','lang':'Python','tweets':'no','phd':'yes'}, True),

({'level':'Mid','lang':'Java','tweets':'yes','phd':'no'}, True),

({'level':'Junior','lang':'Python','tweets':'no','phd':'yes'},False)

]

You are asked using this data to build a model identifying which candidates will interview well? (so that your boss does not have to waste his time interviewing candidates!)

HINTS:

- Use decision trees, and ID3 decision tree

- Use Entropy to decide whether or not split a node, or on which attribute to split (unlike in class, where we used mostly GINI)

Data Wahrehousing Desarrollo de base de datos Java SO Mac Servidor de Microsoft SQL

Nº del proyecto: #11656775

Sobre el proyecto

7 propuestas Proyecto remoto Activo hace 7 años

7 freelancers están ofertando un promedio de $73 por este trabajo

pugachev

Hello, I am new on the site, but I have wide experience in java development, and I can do what you need.

$25 USD en 3 días
(7 comentarios)
3.0
alwaysanshuman

I have huge experience with data modelling using R. Ping me lets discuss this project. I will do it very quickly and accurately.

$30 USD en 1 día
(2 comentarios)
2.2
hoseynheydari

I'm similar with this problem. In past I do some like this once. I will my best because of my first work and want to gain good enough review.

$20 USD en 1 día
(0 comentarios)
0.0
RunikaGupta

We charge on hourly basis. Reach out to us for any simple-complex BI, Data warehousing, Data Visualization solutions, OLAP cubes.

$100 USD en 1 día
(0 comentarios)
0.0